{"id":"W3005617185","doi":"10.1007/s00134-020-05943-5","title":"Critical care management of adults with community-acquired severe respiratory viral infection","year":2020,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":270,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Medicine; Intensive care medicine; Pneumonia; Respiratory failure; Middle East respiratory syndrome coronavirus; Intensive care; Neuraminidase inhibitor; Oseltamivir; Viral pneumonia; Procalcitonin; Mechanical ventilation; Immunology; Internal medicine; Coronavirus disease 2019 (COVID-19); Sepsis; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007604238,0.000844195,0.001645793,0.001298283,0.0002559784,0.000999724,0.0009768077,0.001221413,0.001990048],"category_scores_gemma":[0.002217991,0.0002256116,0.0008762889,0.0008897557,0.0003221376,0.0008565027,0.0007010765,0.001567381,0.0004059267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004871828,"about_ca_system_score_gemma":0.001324921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001720038,"about_ca_topic_score_gemma":0.004521183,"domain_scores_codex":[0.999668,0.00009262546,0.00007326683,0.00004928679,0.00008702078,0.00002982207],"domain_scores_gemma":[0.9992267,0.0004655829,0.0001423541,0.000008734575,0.000114044,0.0000426782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001491095,0.00008038633,0.0004727208,0.05564207,0.0003789319,0.000197581,0.00006338279,0.0002394628,0.000424617,0.0009266676,0.01810449,0.9233205],"study_design_scores_gemma":[0.0004478029,0.0007494062,0.009680115,0.1449755,0.002999323,0.004030088,0.0003777255,0.000547397,0.0005503307,0.002986961,0.8325506,0.0001047664],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000550162,0.9995999,0.0000260898,0.00009525385,0.0000754451,0.000002793372,0.000003992462,0.00000130161,0.0001403365],"genre_scores_gemma":[0.0009040841,0.9984831,0.0001252297,0.0002158182,0.0001880365,0.00000663569,0.00001477252,4.251329e-7,0.00006183495],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001990048,"threshold_uncertainty_score":0.006657362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05847841065423797,"score_gpt":0.3642883905892139,"score_spread":0.3058099799349759,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}